Genetic Programming Bibliography entries for Nguyen Xuan Hoai

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GP coauthors/coeditors: Hussein A Abbass, R I (Bob) McKay, Sung Bae Cho, Yin Shan, Ngoc Phong Dao, Quang Uy Nguyen, Daryl Essam, R Chau, Tuan-Hao Hoang, Nguyen Thi Hien, Moonyoung Kang, Jungseok Shin, Naoki Mori, Dong-Kyun Kim, Haisoo Shin, Yun-Geun Lee, Kangil Kim, MinHyeok Kim, Nam Le, Anthony Brabazon, Thuong Pham Thi, Thi Anh Le, Thi Huong Chu, Peter Alexander Whigham, Shu-Heng Chen, James R Cheney, Michael O'Neill, Saori Takeuchi, Edgar Galvan Lopez, Eoin Murphy, Alexandros Agapitos, Pham Tuan Anh, Truong Cong Doan, Cong Doan Truong, James McDermott, Constantin Siriteanu, Namyong Park, Nguyen Thanh Thuy, Rohan Baxter, Pham Thi Thuong, Xin Yao,

Genetic Programming Articles by Nguyen Xuan Hoai

  1. Quang Uy Nguyen and Tuan Anh Pham and Xuan Hoai Nguyen and James McDermott. Subtree semantic geometric crossover for genetic programming. Genetic Programming and Evolvable Machines, 17(1):25-53, 2016. details

  2. Kangil Kim and R. I. (Bob) McKay and Nguyen Xuan Hoai. Recursion-Based Biases in Stochastic Grammar Model Genetic Programming. IEEE Transactions on Evolutionary Computation, 20(1):81-95, 2016. details

  3. Kangil Kim and Yin Shan and Xuan Hoai Nguyen and R. I. McKay. Probabilistic model building in genetic programming: a critical review. Genetic Programming and Evolvable Machines, 15(2):115-167, 2014. details

  4. Nguyen Quang Uy and Nguyen Xuan Hoai and Michael O'Neill and R. I. McKay and Dao Ngoc Phong. On the roles of semantic locality of crossover in genetic programming. Information Sciences, 235:195-213, 2013. details

  5. Nguyen Quang Uy and Nguyen Xuan Hoai and Michael O'Neill and R. I. McKay and Edgar Galvan-Lopez. Semantically-based crossover in genetic programming: application to real-valued symbolic regression. Genetic Programming and Evolvable Machines, 12(2):91-119, 2011. details

  6. Tuan-Hao Hoang and R. I. McKay and Daryl Essam and Nguyen Xuan Hoai. On Synergistic Interactions Between Evolution, Development and Layered Learning. IEEE Transactions on Evolutionary Computation, 15(3):287-312, 2011. details

  7. Robert I. McKay and Nguyen Xuan Hoai and Peter Alexander Whigham and Yin Shan and Michael O'Neill. Grammar-based Genetic Programming: a survey. Genetic Programming and Evolvable Machines, 11(3/4):365-396, 2010. Tenth Anniversary Issue: Progress in Genetic Programming and Evolvable Machines. details

  8. Bob McKay and Shu-Heng Chen and Xuan Hoai Nguyen. Genetic Programming: An emerging engineering tool. International Journal of Knowledge-Based and Intelligent Engineering Systems, 12(1):1-2, 2008. Guest Editorial. details

  9. Tuan-Hao Hoang and Daryl Essam and R. I. (Bob) McKay and Nguyen Xuan Hoai. Developmental evaluation in Genetic Programming: The TAG-based frame work. International Journal of Knowledge-Based and Intelligent Engineering Systems, 12(1):69-82, 2008. details

  10. R. I. (Bob) McKay and Hoang Tuan Hao and Naoki Mori and Nguyen Xuan Hoai and Daryl Essam. Model-building with interpolated temporal data. Ecological Informics, 1(3):259-268, 2006. 4th International Conference on Ecological Informatics. details

  11. Nguyen Xuan Hoai and R. I. (Bob) McKay and Daryl Essam. Representation and Structural Difficulty in Genetic Programming. IEEE Transactions on Evolutionary Computation, 10(2):157-166, 2006. details

  12. X. H. Nguyen and R. I. (Bob) McKay and D. L. Essam. Solving the Symbolic Regression Problem with Tree-Adjunct Grammar Guided Genetic Programming: The Comparative Results. The Australian Journal of Intelligent Information Processing Systems, 7(3/4):114-121, 2001. details

Genetic Programming PhD doctoral thesis Nguyen Xuan Hoai

Genetic Programming Conference proceedings edited by Nguyen Xuan Hoai

Genetic Programming conference papers by Nguyen Xuan Hoai

  1. Pham Thi Thuong and Nguyen Xuan Hoai and Xin Yao. Combining Conformal Prediction and Genetic Programming for Symbolic Interval Regression. In Proceedings of the Genetic and Evolutionary Computation Conference, pages 1001-1008, Berlin, Germany, 2017. ACM. details

  2. Nam Le and Hoai Nguyen Xuan and Anthony Brabazon and Thuong Pham Thi. Complexity measures in Genetic Programming Learning: A Brief Review. In Yew-Soon Ong editor, Proceedings of 2016 IEEE Congress on Evolutionary Computation (CEC 2016), pages 2409-2416, Vancouver, 2016. IEEE Press. details

  3. Thi Anh Le and Thi Huong Chu and Quang Uy Nguyen and Xuan Hoai Nguyen. Malware detection using genetic programming. In Seventh IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA 2014), 2014. details

  4. Tuan Anh Pham and Quang Uy Nguyen and Xuan Hoai Nguyen and Michael O'Neill. Examining the Diversity Property of Semantic Similarity based Crossover. In Krzysztof Krawiec and Alberto Moraglio and Ting Hu and A. Sima Uyar and Bin Hu editors, Proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013, volume 7831, pages 265-276, Vienna, Austria, 2013. Springer Verlag. details

  5. Tuan Anh Pham and Quang Uy Nguyen and Xuan Hoai Nguyen. Phishing Attacks Detection Using Genetic Programming. In Van-Nam Huynh and Thierry Denoeux and Dang Hung Tran and Anh-Cuong Le and Son Bao Pham editors, Proceedings of the Fifth International Conference on Knowledge and Systems Engineering, KSE 2013, Volume 2, volume 245, pages 185-195, Hanoi, Vietnam, 2013. Springer. details

  6. Dao Ngoc Phong and Nguyen Quang Uy and Nguyen Xuan Hoai and Nguyen Thanh Thuy. Semantic based crossovers in Tree-Adjoining Grammar Guided Genetic Programming. In IEEE International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future (RIVF 2013), pages 141-146, 2013. details

  7. Quang Uy Nguyen and Cong Doan Truong and Xuan Hoai Nguyen and Michael O'Neill. Guiding function set selection in genetic programming based on fitness landscape analysis. In Christian Blum and Enrique Alba and Thomas Bartz-Beielstein and Daniele Loiacono and Francisco Luna and Joern Mehnen and Gabriela Ochoa and Mike Preuss and Emilia Tantar and Leonardo Vanneschi and Kent McClymont and Ed Keedwell and Emma Hart and Kevin Sim and Steven Gustafson and Ekaterina Vladislavleva and Anne Auger and Bernd Bischl and Dimo Brockhoff and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Heike Trautmann and Muhammad Iqbal and Kamran Shafi and Ryan Urbanowicz and Stefan Wagner and Michael Affenzeller and David Walker and Richard Everson and Jonathan Fieldsend and Forrest Stonedahl and William Rand and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Gisele L. Pappa and John Woodward and Jerry Swan and Krzysztof Krawiec and Alexandru-Adrian Tantar and Peter A. N. Bosman and Miguel Vega-Rodriguez and Jose M. Chaves-Gonzalez and David L. Gonzalez-Alvarez and Sergio Santander-Jimenez and Lee Spector and Maarten Keijzer and Kenneth Holladay and Tea Tusar and Boris Naujoks editors, GECCO '13 Companion: Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, pages 149-150, Amsterdam, The Netherlands, 2013. ACM. details

  8. Quang Uy Nguyen and Xuan Hoai Nguyen and Michael O'Neill and Alexandros Agapitos. An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics. In Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta editors, Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012, volume 7244, pages 109-120, Malaga, Spain, 2012. Springer Verlag. details

  9. MinHyeok Kim and Robert Ian (Bob) McKay and Dong-Kyun Kim and Xuan Hoai Nguyen. Evolutionary Operator Self-Adaptation with Diverse Operators. In Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta editors, Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012, volume 7244, pages 230-241, Malaga, Spain, 2012. Springer Verlag. details

  10. MinHyeok Kim and Bob McKay and Kangil Kim and Xuan Hoai Nguyen. Analysing the Effects of Diverse Operators in a Genetic Programming System. In Carlos A. Coello Coello and Vincenzo Cutello and Kalyanmoy Deb and Stephanie Forrest and Giuseppe Nicosia and Mario Pavone editors, Parallel Problem Solving from Nature, PPSN XII (part 1), volume 7491, pages 387-396, Taormina, Italy, 2012. Springer. details

  11. Dao Ngoc Phong and Nguyen Xuan Hoai and Robert Ian McKay and Constantin Siriteanu and Nguyen Quang Uy and Namyong Park. Evolving the best known approximation to the Q function. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, pages 807-814, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  12. Thi Hien Nguyen and Xuan Hoai Nguyen and Bob McKay and Quang Uy Nguyen. Where Should We Stop? An Investigation on Early Stopping for GP Learning. In Lam Thu Bui and Yew-Soon Ong and Nguyen Xuan Hoai and Hisao Ishibuchi and Ponnuthurai Nagaratnam Suganthan editors, The Ninth International Conference on Simulated Evolution And Learning, SEAL 2012, volume 7673, pages 391-399, Vietnam, 2012. Springer. details

  13. Thi Hien Nguyen and Xuan Hoai Nguyen. Learning in Stages: A Layered Learning Approach for Genetic Programming. In IEEE International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future (RIVF 2012), 2012. details

  14. Nguyen Quang Uy and Pham Tuan Anh and Truong Cong Doan and Nguyen Xuan Hoai. A Study on the Use of Genetic Programming for Automatic Text Summarization. In Hung Dang-Van and Jeff Sanders editors, The Fourth International Conference on Knowledge and Systems Engineering, KSE 2012, pages 93-98, Danang, Vietnam, 2012. details

  15. Kangil Kim and Bob (R. I) McKay and Nguyen Xuan Hoai. Implicit Bias in Grammar-based Estimation of Distribution Genetic Programming: The Effects of Recursive Structure. In Xiaodong Li editor, Proceedings of the 2012 IEEE Congress on Evolutionary Computation, pages 2373-2380, Brisbane, Australia, 2012. details

  16. Ngoc Phong Dao and Quang Uy Nguyen and Xuan Hoai Nguyen and R I (Bob) McKay. Evolving Approximations for the Gaussian Q-function by Genetic Programming with Semantic Based Crossover. In Xiaodong Li editor, Proceedings of the 2012 IEEE Congress on Evolutionary Computation, pages 2515-2520, Brisbane, Australia, 2012. details

  17. Quang Uy Nguyen and Eoin Murphy and Michael O'Neill and Xuan Hoai Nguyen. Semantic-based Subtree Crossover Applied to Dynamic Problems. In Tu Bao Ho and R. I. McKay and Xuan Hoai Nguyen and The Duy Bui editors, The Third International Conference on Knowledge and Systems Engineering, KSE'2011, pages 78-84, Hanoi University, 2011. IEEE. details

  18. Nguyen Quang Uy and Xuan Hoai Nguyen and Michael O'Neill. Examining the landscape of semantic similarity based mutation. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference on Genetic and evolutionary computation, pages 1363-1370, Dublin, Ireland, 2011. ACM. details

  19. Thi Hien Nguyen and Xuan Hoai Nguyen and Robert Ian McKay. A Study on Genetic Programming with Layered Learning and Incremental Sampling. In Alice E. Smith editor, Proceedings of the 2011 IEEE Congress on Evolutionary Computation, pages 1184-1190, New Orleans, USA, 2011. IEEE Press. details

  20. MinHyeok Kim and Robert Ian (Bob) McKay and Nguyen Xuan Hoai and Kangil Kim. Operator Self-Adaptation in Genetic Programming. In Sara Silva and James A. Foster and Miguel Nicolau and Mario Giacobini and Penousal Machado editors, Proceedings of the 14th European Conference on Genetic Programming, EuroGP 2011, volume 6621, pages 215-226, Turin, Italy, 2011. Springer Verlag. details

  21. Nguyen Quang Uy and Nguyen Xuan Hoai and Michael O'Neill and Bob McKay. The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming. In Robert Schaefer and Carlos Cotta and Joanna Kolodziej and Guenter Rudolph editors, PPSN 2010 11th International Conference on Parallel Problem Solving From Nature, volume 6239, pages 533-542, Krakow, Poland, 2010. Springer. details

  22. Nguyen Quang Uy and Michael O'Neill and Nguyen Xuan Hoai. Predicting the Tide with Genetic Programming and Semantic-Based Crossovers. In The Long Pham and Ngoc Binh Nguyen editors, KSE 2010 The Second International Conference on Knowledge and Systems Engineering, pages 89-95, Hanoi, Vietname, 2010. IEEE Press. details

  23. Nguyen Quang Uy and Bob McKay and Michael O'Neill and Nguyen Xuan Hoai. Self-Adapting Semantic Sensitivities for Semantic Similarity Based Crossover. In 2010 IEEE World Congress on Computational Intelligence, pages 4034-4040, Barcelona, Spain, 2010. IEEE Press. details

  24. Nguyen Quang Uy and Nguyen Xuan Hoai and Michael O'Neill and Bob McKay. Semantics Based Crossover for Boolean Problems. In Juergen Branke and Martin Pelikan and Enrique Alba and Dirk V. Arnold and Josh Bongard and Anthony Brabazon and Juergen Branke and Martin V. Butz and Jeff Clune and Myra Cohen and Kalyanmoy Deb and Andries P Engelbrecht and Natalio Krasnogor and Julian F. Miller and Michael O'Neill and Kumara Sastry and Dirk Thierens and Jano van Hemert and Leonardo Vanneschi and Carsten Witt editors, GECCO '10: Proceedings of the 12th annual conference on Genetic and evolutionary computation, pages 869-876, Portland, Oregon, USA, 2010. ACM. details

  25. Nguyen Quang Uy and Nguyen Thi Hien and Nguyen Xuan Hoai and Michael O'Neill. Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover. In Anna Isabel Esparcia-Alcazar and Aniko Ekart and Sara Silva and Stephen Dignum and A. Sima Uyar editors, Proceedings of the 13th European Conference on Genetic Programming, EuroGP 2010, volume 6021, pages 184-195, Istanbul, 2010. Springer. details

  26. Dong-Kyun Kim and Bob Mckay and Haisoo Shin and Yun-Geun Lee and Xuan Hoai Nguyen. Ecological application of evolutionary computation: Improving water quality forecasts for the Nakdong River, Korea. In IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona, Spain, 2010. IEEE Press. details

  27. Nguyen Quang Uy and Nguyen Xuan Hoai and Michael O'Neill and Bob McKay and Edgar Galvan-Lopez. An Analysis of Semantic Aware Crossover. In Zhihua Cai and Zhenhua Li and Zhuo Kang and Yong Liu editors, Proceedings of the International Symposium on Intelligent Computation and Applications, volume 51, pages 56-65, 2009. Springer. details

  28. Quang Uy Nguyen and Xuan Hoai Nguyen and Michael O'Neill. Semantic Aware Crossover for Genetic Programming: The Case for Real-Valued Function Regression. In Leonardo Vanneschi and Steven Gustafson and Alberto Moraglio and Ivanoe De Falco and Marc Ebner editors, Proceedings of the 12th European Conference on Genetic Programming, EuroGP 2009, volume 5481, pages 292-302, Tuebingen, 2009. Springer. details

  29. Quang Uy Nguyen and Xuan Hoai Nguyen and Michael O'Neill. Semantics based Mutation in Genetic Programming: The case for Real-valued Symbolic Regression. In R. Matousek and L. Nolle editors, 15th International Conference on Soft Computing, Mendel'09, pages 73-91, Brno, Czech Republic, 2009. details

  30. Nguyen Quang Uy and Michael O'Neill and Xuan Hoai Nguyen and Bob McKay and Edgar Galvan Lopez. Semantic Similarity based Crossover in GP: The case for Real-valued Function Regression. In Pierre Collet and Nicolas Monmarche and Pierrick Legrand and Marc Schoenauer and Evelyne Lutton editors, 9th International Conference, Evolution Artificielle, EA 2009, volume 5975, pages 170-181, Strasbourg, France, 2009. Springer. Revised Selected Papers. details

  31. Naoki Mori and Bob McKay and Nguyen Xuan Hoai and Daryl Essam and Saori Takeuchi. A New Method for Simplifying Algebraic Expressions in Genetic Programming Called Equivalent Decision Simplification. In Sigeru Omatu and Miguel P. Rocha and Jose Bravo and Florentino Fernandez and Emilio Corchado and Andres Bustillo and Juan M. Corchado editors, Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living, volume 5518, pages 171-178, Salamanca, Spain, 2009. Springer. 10th International Work-Conference on Artificial Neural Networks, IWANN 2009 Workshops. details

  32. Robert I. McKay and Xuan Hoai Nguyen and James R. Cheney and MinHyeok Kim and Naoki Mori and Tuan Hao Hoang. Estimating the distribution and propagation of genetic programming building blocks through tree compression. In Guenther Raidl and Franz Rothlauf and Giovanni Squillero and Rolf Drechsler and Thomas Stuetzle and Mauro Birattari and Clare Bates Congdon and Martin Middendorf and Christian Blum and Carlos Cotta and Peter Bosman and Joern Grahl and Joshua Knowles and David Corne and Hans-Georg Beyer and Ken Stanley and Julian F. Miller and Jano van Hemert and Tom Lenaerts and Marc Ebner and Jaume Bacardit and Michael O'Neill and Massimiliano Di Penta and Benjamin Doerr and Thomas Jansen and Riccardo Poli and Enrique Alba editors, GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pages 1011-1018, Montreal, 2009. ACM. details

  33. Tuan Hao Hoang and R. I. (Bob) McKay and Daryl Essam and Nguyen Xuan Hoai. Learning General Solutions through Multiple Evaluations during Development. In Gregory Hornby and Luk\'as Sekanina and Pauline C. Haddow editors, Proceedings of the 8th International Conference Evolvable Systems: From Biology to Hardware, ICES 2008, volume 5216, pages 201-212, Prague, Czech Republic, 2008. Springer. details

  34. Jungseok Shin and Moonyoung Kang and Bob McKay and Xuan Nguyen and Tuan-Hao Hoang and Naoki Mori and Daryl Essam. Analysing the Regularity of Genomes using Compression and Expression Simplification. In Marc Ebner and Michael O'Neill and Anik\'o Ek\'art and Leonardo Vanneschi and Anna Isabel Esparcia-Alc\'azar editors, Proceedings of the 10th European Conference on Genetic Programming, volume 4445, pages 251-260, Valencia, Spain, 2007. Springer. details

  35. Tuan Hao Hoang and Daryl Essam and Bob McKay and Nguyen Xuan Hoai. Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation. In Lishan Kang and Yong Liu and Sanyou Y. Zeng editors, Proceedings of the Second International Symposium on Computation and Intelligence, ISICA 2007, volume 4683, pages 137-146, Wuhan, China, 2007. Springer. details

  36. Robert Ian (Bob) McKay and Jungseok Shin and Tuan Hao Hoang and Xuan Hoai Nguyen and Naoki Mori. Using Compression to Understand the Distribution of Building Blocks in Genetic Programming Populations. In Dipti Srinivasan and Lipo Wang editors, 2007 IEEE Congress on Evolutionary Computation, pages 2501-2508, Singapore, 2007. IEEE Press. details

  37. Tuan-Hao Hoang and Daryl Essam and Robert Ian (Bob) McKay and Xuan Hoai Nguyen. Building on Success in Genetic Programming:Adaptive Variation \& Developmental Evaluation. In Proceedings of the 2007 International Symposium on Intelligent Computation and Applications (ISICA), Wuhan, China, 2007. China University of Geosciences Press. details

  38. Tuan-Hao Hoang and R. McKay and D. Essam and Xuan Hoai Nguyen. Developmental Evaluation in Genetic Programming: A Position Paper. In Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007, pages 773-778, Jeju City, Korea, 2007. IEEE Press. details

  39. Robert Ian McKay and Tuan Hao Hoang and Daryl Leslie Essam and Xuan Hoai Nguyen. Developmental Evaluation in Genetic Programming: the Preliminary Results. In Pierre Collet and Marco Tomassini and Marc Ebner and Steven Gustafson and Anik\'o Ek\'art editors, Proceedings of the 9th European Conference on Genetic Programming, volume 3905, pages 280-289, Budapest, Hungary, 2006. Springer. details

  40. Thi Hien Nguyen and Xuan Hoai Nguyen. A Brief Overview of Population Diversity Measures in Genetic Programming. In The Long Pham and Hai Khoi Le and Xuan Hoai Nguyen editors, Proceedings of the Third Asian-Pacific workshop on Genetic Programming, pages 128-139, Military Technical Academy, Hanoi, VietNam, 2006. details

  41. Moonyoung Kang and Jungseok Shin and Tuan Hao Hoang and R. I. (Bob) McKay and Daryl Essam and Naoki Mori and Xuan Hoai Nguyen. Code Duplication and Developmental Evaluation in Genetic Programming. In Proceedings of the 2006 Asia-Pacific Workshop on Intelligent and Evolutionary Systems, pages 181-191, Seoul, Korea, 2006. details

  42. Tuan-Hao Hoang and Daryl Essam and R. I. (Bob) McKay and Xuan Hoai Nguyen. Solving Symbolic Regression Problems using Incremental Evaluation in Genetic Programming. In Proceedings of the 2006 IEEE Congress on Evolutionary Computation, pages 7487-7494, Vancouver, 2006. IEEE Press. details

  43. Tuan-Hao Hoang and Daryl Essam and R. I. McKay and Xuan Hoai Nguyen. Developmental evaluation in genetic programming: A TAG-based framework. In The Long Pham and Hai Khoi Le and Xuan Hoai Nguyen editors, Proceedings of the Third Asian-Pacific workshop on Genetic Programming, pages 86-97, Military Technical Academy, Hanoi, VietNam, 2006. details

  44. Tuan-Hao Hoang and Nguyen Xuan Hoai and Nguyen Thi Hien and R I McKay and Daryl Essam. ORDERTREE: a new test problem for genetic programming. In Maarten Keijzer and Mike Cattolico and Dirk Arnold and Vladan Babovic and Christian Blum and Peter Bosman and Martin V. Butz and Carlos Coello Coello and Dipankar Dasgupta and Sevan G. Ficici and James Foster and Arturo Hernandez-Aguirre and Greg Hornby and Hod Lipson and Phil McMinn and Jason Moore and Guenther Raidl and Franz Rothlauf and Conor Ryan and Dirk Thierens editors, GECCO 2006: Proceedings of the 8th annual conference on Genetic and evolutionary computation, volume 1, pages 807-814, Seattle, Washington, USA, 2006. ACM Press. details

  45. Nguyen Xuan Hoai and Robert I. McKay and Daryl Essam and Hoang Tuan Hao. Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator. In Maarten Keijzer and Andrea Tettamanzi and Pierre Collet and Jano I. van Hemert and Marco Tomassini editors, Proceedings of the 8th European Conference on Genetic Programming, volume 3447, pages 108-119, Lausanne, Switzerland, 2005. Springer. details

  46. R. I. (Bob) McKay and X. H. Nguyen and P. A. Whigham and Y. Shan. Grammars in Genetic Programming: A Brief Review. In L. Kang and Z. Cai and Y. Yan editors, Progress in Intelligence Computation and Intelligence: Proceedings of the International Symposium on Intelligence, Computation and Applications, pages 3-18, Wuhan, PRC, 2005. China University of Geosciences Press. details

  47. Yin Shan and Robert I. McKay and Rohan Baxter and Hussein Abbass and Daryl Essam and Nguyen Xuan Hoai. Grammar Model-based Program Evolution. In Proceedings of the 2004 IEEE Congress on Evolutionary Computation, pages 478-485, Portland, Oregon, 2004. IEEE Press. details

  48. Nguyen Xuan Hoai and R. I. (Bob) McKay and Daryl Essam and Hussein Abbass. Toward an Alternative Comparison between Different Genetic Programming Systems. In Maarten Keijzer and Una-May O'Reilly and Simon M. Lucas and Ernesto Costa and Terence Soule editors, Genetic Programming 7th European Conference, EuroGP 2004, Proceedings, volume 3003, pages 67-77, Coimbra, Portugal, 2004. Springer-Verlag. details

  49. Nguyen Xuan Hoai and Robert Ian McKay. An Investigation on the Roles of Insertion and Deletion Operators in Tree Adjoining Grammar Guided Genetic Programming. In Proceedings of the 2004 IEEE Congress on Evolutionary Computation, pages 472-477, Portland, Oregon, 2004. IEEE Press. details

  50. Nguyen Xuan Hoai and R. I. McKay. Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators. In Kalyanmoy Deb and Riccardo Poli and Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and Paul Darwen and Dipankar Dasgupta and Dario Floreano and James Foster and Mark Harman and Owen Holland and Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and Dirk Thierens and Andy Tyrrell editors, Genetic and Evolutionary Computation -- GECCO-2004, Part II, volume 3103, pages 605-616, Seattle, WA, USA, 2004. Springer-Verlag. details

  51. Xuan Hoai Nguyen and R. I. (Bob) McKay and D. L. Essam and H. A. Abbass. Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: the Relocation Operator. In 2004 Asia-Pacific Conference on Simulated Evolution and Learning, Busan, Korea, 2004. details

  52. R. I. McKay and Hoang Tuan Hao and Naoki Mori and Nguyen Xuan Hoai and Daryl Essam. Model-Building with Interpolated Temporal Data. In F. Recknagel editor, Proceedings of The Conference of the International Society for Ecological Informatics (ISEI04), Busan, Korea, 2004. details

  53. Hoang Tuan Hao and Nguyen Xuan Hoai and Robert I McKay. Does it Matter Where you Start? A Comparison of Two Initialisation Strategies for Grammar Guided Genetic Programming. In R I Mckay and Sung-Bae Cho editors, Proceedings of The Second Asian-Pacific Workshop on Genetic Programming, Cairns, Australia, 2004. details

  54. Nguyen Xuan Hoai and R. I. McKay and H. A. Abbass. Tree Adjoining Grammars, Language Bias, and Genetic Programming. In Conor Ryan and Terence Soule and Maarten Keijzer and Edward Tsang and Riccardo Poli and Ernesto Costa editors, Genetic Programming, Proceedings of EuroGP'2003, volume 2610, pages 335-344, Essex, 2003. Springer-Verlag. details

  55. N. X. Hoai and R. I. McKay and D. Essam and R. Chau. Solving the Symbolic Regression Problem with Tree-Adjunct Grammar Guided Genetic Programming: The Comparative Results. In David B. Fogel and Mohamed A. El-Sharkawi and Xin Yao and Garry Greenwood and Hitoshi Iba and Paul Marrow and Mark Shackleton editors, Proceedings of the 2002 Congress on Evolutionary Computation CEC2002, pages 1326-1331, 2002. IEEE Press. details

  56. Nguyen Xuan Hoai and Yin Shan and Robert Ian McKay. Is Ambiguity Useful or Problematic for Grammar Guided Genetic Programming?. In Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao editors, Procedings of the 4th Asia-Pacific Conference on Simulated Evolution And Learning (SEAL'02), pages 449-454, Orchid Country Club, Singapore, 2002. details

  57. Nguyen Xuan Hoai and R. I. McKay and D. Essam. Some Experimental Results with Tree Adjunct Grammar Guided Genetic Programming. In James A. Foster and Evelyne Lutton and Julian Miller and Conor Ryan and Andrea G. B. Tettamanzi editors, Genetic Programming, Proceedings of the 5th European Conference, EuroGP 2002, volume 2278, pages 228-237, Kinsale, Ireland, 2002. Springer-Verlag. details

  58. X. H. Nguyen and R. I. (Bob) McKay and D. L. Essam. Can Tree Adjunct Grammar Guided Genetic Programming be Good at Finding a Needle in a Haystack? A Case Study. In IEEE International Conference on Communications, Circuits and Systems, volume 2, pages 1113-1117, Chengdu, China, 2002. IEEE Press. details

  59. H. Abbass and N. X. Hoai and R. I. (Bob) McKay. AntTAG: A New Method to Compose Computer Programs Using Colonies of Ants. In Proceedings, 2002 World Congress on Computational Intelligence, volume 2, pages 1654-1666, 2002. IEEE Press. details

  60. N. X. Hoai. Solving Trignometric Identities with Tree Adjunct Grammar Guided Genetic Programming. In Ajith Abraham and Mario Koppen editors, 2001 International Workshop on Hybrid Intelligent Systems, pages 339-352, Adelaide, Australia, 2001. Springer-Verlag. details

  61. N. X. Hoai. Solving the Symbolic Regression with Tree-Adjunct Grammar Guided Genetic Programming: The Preliminary Results. In Nikola Kasabov and Peter Whigham editors, Australasia-Japan Workshop on Intelligent and Evolutionary Systems, University of Otago, Dunedin, New Zealand, 2001. details

  62. X. H. Nguyen and R. I. (Bob) McKay. A Framework for Tree-adjunct Grammar Guided Genetic Programming. In Post-graduate ADFA Conference on Computer Science, pages 93-100, Canberra, Australia, 2001. details

Genetic Programming book chapters by Nguyen Xuan Hoai